Privacy Policy

Last updated: June 12, 2025


Table of Contents

  • 1. Who We Are
  • 2. Scope of This Policy
  • 3. Information We Collect
  • 4. How We Use Your Information
  • 5. Legal Bases for Processing (Where Applicable)
  • 6. Disclosure to Third Parties
  • 7. Cookies & Similar Technologies
  • 8. Data Retention
  • 9. Data Security
  • 10. International Transfers
  • 11. Your Privacy Choices & Rights
  • 12. Children’s Privacy
  • 13. California "Shine the Light" Notice
  • 14. Changes to This Policy
  • 15. Contact Us

1. Who We Are

Dataflakes LLC ("Dataflakes," "we," "our," or "us") provides web-based practice tests and related study materials for data-engineering certification exams.

Business address: 30 N Gould St, Ste N, Sheridan, WY 82801, USA.

Contact: privacy@dataflakes.io.


2. Scope of This Policy

This Privacy Policy explains how we collect, use, disclose, and protect personal information when you:

  • visit or interact with our websites, dashboards, or other online properties (collectively, the "Service");
  • create an account or make a purchase; or
  • otherwise engage with us.

This Policy does not cover websites, apps, or services that we do not own or control.


3. Information We Collect

CategoryExamplesPurpose
Account DataName, email address, Google profile ID, hashed password (if applicable)Create and maintain your account
Transaction DataBilling amount, payment status, Stripe transaction ID. We do not store your credit card data; payment processing is handled by Stripe.Process one-time payments, detect fraud
Usage DataTest sessions, scores, answer choices submitted, exam attempt history, time‑on‑question, feature interactions, IP address, browser typeDeliver core functionality, provide analytics & performance feedback
Device & Log DataIP address, device identifiers, date/time stamps, error logsSecurity, troubleshooting
Support CorrespondenceEmails or support tickets you voluntarily submitRespond to inquiries, improve service

We do not intentionally collect "special category" data (e.g., health, race, biometric, or political opinions).


4. How We Use Your Information

PurposeLegal/Business Justification
Provide, operate, and improve the ServiceContract performance; legitimate interests
Authenticate users via Google SSOContract performance
Process payments and issue receiptsContract performance
Generate aggregated, de‑identified analyticsLegitimate interests
Analyze usage patterns to improve question quality, exam relevance, and overall user experience.Legitimate interests
Detect, prevent, or address fraud, security, or technical issuesLegal obligations; legitimate interests
Enforce our Terms of ServiceContract performance
Send essential service notices (password reset, transactional emails)Contract performance
Comply with legal requests or obligationsLegal obligations

We do not sell or rent your personal information for advertising purposes.


If you are a resident of the European Union (EU) / European Economic Area (EEA), or if EU data‑protection laws otherwise apply to your use of the Service, our legal bases for processing your personal information are as follows:

  • Contract – processing necessary to deliver the Service.
  • Legitimate Interests – improving and securing the Service; minimal impact on your privacy.
  • Legal Obligation – compliance with U.S. or other applicable law.
  • Consent – where required (e.g., optional cookies); you may withdraw at any time.

6. Disclosure to Third Parties

RecipientData SharedReason
Stripe, Inc.Necessary payment detailsPayment processing & anti‑fraud
Google LLC (OAuth)Auth tokens, email, nameSingle‑sign‑on authentication
Cloud hosting & infrastructure providersData covered by this policyService hosting, storage, backup
Legal or Government AuthoritiesAccount & usage dataWhen legally compelled or to protect rights
Successors or AcquirersLimited to transaction‑necessary dataBusiness merger, acquisition, or asset sale (users will be notified)

We require all third‑party processors to protect personal information to standards comparable to ours.


7. Cookies & Similar Technologies

We use essential cookies for:

  • Session management
  • Security (e.g., CSRF tokens)

Optional analytics cookies (e.g., first‑party performance metrics) are deployed only with opt‑in consent where required. Browser "Do Not Track" signals are honored for analytics cookies. You can typically manage your cookie preferences through your browser settings. For optional analytics cookies, we will provide a mechanism for you to provide or withdraw consent where applicable.


8. Data Retention

Data TypeRetention Rule
Active account dataRetained for account lifetime
Deleted or terminated accountsErased within 30 days of confirmed deletion
Transaction recordsRetained for 7 years to satisfy U.S. tax & accounting laws
Server logs & backupsRolled off or anonymized within 90 days

9. Data Security

  • Encryption in transit (TLS 1.2+) and at rest for stored data
  • Role‑based access controls; least‑privilege principle
  • Continuous security monitoring & routine vulnerability assessments
  • Incident‑response plan in place; affected users will be notified as required by law

No system is 100% secure, but we take commercially reasonable measures to safeguard your data.


10. International Transfers

Your data is stored and processed on servers located in the United States. By using the Service, you understand that your information may be transferred to, and maintained on, servers outside your country of residence and that U.S. laws may differ from those in your jurisdiction.


11. Your Privacy Choices & Rights

Depending on local law, you may have rights to:

  • Access a copy of the personal data we hold about you
  • Correct inaccurate or incomplete data
  • Delete your account and associated data. Deletion of your account will result in the erasure of your personal data, including your exam history and scores, subject to our data‑retention policy for legal and accounting purposes (see Section 8).
  • Object to or restrict certain processing
  • Receive your data in a portable format

To exercise any right, email privacy@dataflakes.io. We will respond within 30 days. Verification of identity may be required.


12. Children’s Privacy

The Service is intended only for individuals 18 years or older. We do not knowingly collect personal information from anyone under 18. If you believe we have inadvertently collected such data, contact us for deletion.


13. California "Shine the Light" Notice

California residents may request a list of third parties to whom personal information was disclosed for direct‑marketing purposes during the preceding calendar year. We disclose no personal information for direct marketing. Requests may be sent to the address in Section 15.


14. Changes to This Policy

We may update this Privacy Policy at any time. Changes take effect immediately upon posting an in‑app banner or comparable notice. Continued use of the Service after the notice date constitutes acceptance of the revised Policy.


15. Contact Us

Questions or concerns?

Email: privacy@dataflakes.io

Postal: Dataflakes LLC, 30 N Gould St, Ste N, Sheridan, WY 82801, USA


By using the Service, you acknowledge that you have read, understood, and agreed to this Privacy Policy.

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